Run
1815808

Run 1815808

Task 3481 (Supervised Classification) isolet Uploaded 09-09-2016 by Jan van Rijn
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Flow

weka.MultiBoostAB_DecisionStump(4)Geoffrey I. Webb (2000). MultiBoosting: A Technique for Combining Boosting and Wagging. Machine Learning. Vol.40(No.2).
weka.MultiBoostAB_DecisionStump(4)_C3
weka.MultiBoostAB_DecisionStump(4)_P100
weka.MultiBoostAB_DecisionStump(4)_S1
weka.MultiBoostAB_DecisionStump(4)_I10
weka.MultiBoostAB_DecisionStump(4)_Wweka.classifiers.trees.DecisionStump

Result files

xml
Description

XML file describing the run, including user-defined evaluation measures.

arff
Predictions

ARFF file with instance-level predictions generated by the model.

17 Evaluation measures

Area under ROC curve
0.7232
Per class
Cross-validation details (10-fold Crossvalidation)
F measure
0.0144
Per class
Cross-validation details (10-fold Crossvalidation)
Kappa
0.0399
Cross-validation details (10-fold Crossvalidation)
KB relative information score
1445.1678
Cross-validation details (10-fold Crossvalidation)
Mean absolute error
0.0715
Cross-validation details (10-fold Crossvalidation)
Mean prior absolute error
0.074
Cross-validation details (10-fold Crossvalidation)
Number of instances
7797
Per class
Cross-validation details (10-fold Crossvalidation)
Precision
0.009
Per class
Cross-validation details (10-fold Crossvalidation)
Predictive accuracy
0.0768
Cross-validation details (10-fold Crossvalidation)
Prior entropy
4.7004
Cross-validation details (10-fold Crossvalidation)
Recall
0.0768
Per class
Cross-validation details (10-fold Crossvalidation)
Relative absolute error
0.9663
Cross-validation details (10-fold Crossvalidation)
Root mean prior squared error
0.1923
Cross-validation details (10-fold Crossvalidation)
Root mean squared error
0.1891
Cross-validation details (10-fold Crossvalidation)
Root relative squared error
0.9831
Cross-validation details (10-fold Crossvalidation)